Bespoke AI for Wine & Spirits

Where Tradition
Meets Intelligence

We partner with wineries and distilleries to embed AI into the operations that matter most — from fermentation to fulfillment, built with the care the craft demands.

Request a Free AI Readiness Assessment

No obligation. See what's possible for your operation.

An $800B Industry, Under-Served by Technology

Despite producing world-class products, most wine and spirits operations still rely on legacy systems, spreadsheets, and institutional knowledge that walks out the door.

Legacy Systems

Patchwork ERP, manual data entry, and siloed information across production, sales, and compliance teams.

Tribal Knowledge

Critical decisions depend on institutional memory held by a few key employees — a single-point-of-failure risk.

Missed Revenue

Without predictive analytics, producers react to problems instead of preventing them — leaving significant value on the table.

Built Different, on Purpose

We're not a generic tech consultancy learning your industry on your dime. We're wine and spirits people who build production-grade AI systems.

Industry-Native Team

Our founding team combines deep wine & spirits operational experience with Stanford-trained AI engineering. We speak your language — terroir, mash bills, brix, and barrel aging — not just algorithms.

The Hybrid Audit™

We start remotely with data analysis and stakeholder interviews, then embed on-site to observe what data alone can't reveal. The result is insights no remote-only consultant can match.

Full-Spectrum Solutions

From fermentation monitoring to wine club retention, from TTB compliance to tasting room optimization — we see your entire operation, not just one slice of it.

Sized to Your Operation

Our engagements fit boutique producers and multi-brand groups alike. We right-size scope, tooling, and cost to your reality — never forcing a one-size template onto an operation that doesn't need it.

What We Build

AI solutions across every dimension of your operation, tailored to your specific facility, team, and goals.

Operations & Production

  • Fermentation monitoring
  • Quality control automation
  • Yield prediction
  • Inventory intelligence

Sales & Customer

  • Tasting room optimization
  • DTC personalization
  • Wine club retention
  • Revenue forecasting
Wine Club Retention Engine →

Compliance & Admin

  • TTB reporting automation
  • Label compliance
  • Cost-of-goods tracking
  • Document intelligence
TTB Compliance Autopilot →

Strategic Advisory

  • AI readiness assessment
  • Technology roadmapping
  • Vendor evaluation
  • Team AI training

How We Work

Our proprietary Hybrid Audit delivers maximum insight with minimal disruption to your production schedule.

01

Remote Discovery

2–3 weeks

Stakeholder interviews, data review, historical analysis, and peer benchmarking.

02

On-Site Observation

3–5 days

Embedded observation of workflows, decisions, and undocumented processes.

03

Analysis & Roadmap

2–3 weeks

Prioritized AI opportunities with ROI projections and a phased rollout plan.

04

Implementation

Ongoing

Hands-on development, integration, change management, and continuous optimization.

The Team Behind Vinum AI

We built this company because we saw an industry we love being left behind by technology — and knew we could change that.

Industry Leadership

Cofounder

  • Deep wine & spirits industry experience
  • Direct operational knowledge — vineyard to bottle
  • Trusted relationships across the sector
  • Understands the culture and craft tradition

Technical Leadership

Cofounder

  • B.S. Engineering Physics — Stanford
  • M.S. Computer Science (AI) — Stanford
  • Production ML systems expertise
  • Practical, reliable AI engineering

Ready to See What's Possible?

Start with a complimentary AI Readiness Assessment. We'll evaluate your technology landscape, identify high-ROI opportunities, and show you a clear path forward.

Everything you share is covered by a mutual NDA and our Data Principles.